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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "DEPORT them all" 1,024 comments · Page 3 of 41
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl …
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl when it is time for her to get a job because my little girl and I are white, so we are put at the bottom of the list for being employed. And on top of that i am expected to bow down and not have a voice or an opinion about anything when it comes to immigrants and that because my daughter and i are white so we are automatically considered to be racists colonizers and forced to pay the price of something that happened long before i was even born and had nothing to do with just because the color of my skin . God gave us all our skin color and made us all . I had no say with being born with the color of my skin. Canadians of all colors and cultures are suffering so badly because we brought in so many immigrants who demand we change everything and pretty much bow down to them and told that we all have to change . Stop trying to change Canada and the Candian people . I refuse to bow down to anyone who tells me that i dont matter, and my opinion doesn't matter because of my skin color and because i am assumed to have bs white privilege. The only people i see having all of the privileges are the immigrants coming in trying to force us to bow down to them while starting protests to change Canada . I will fight against these immigrants who are trying to force Canada to change to their ways, which won't ever happen . If you want to change Canada to your way of life and culture, then just stay in your own damn country . We need to get rid of these protesting immigrants who do this crazy shit . It's pretty pathetic and sickening that Canada lost it's back bone and allowed angry immigrants to come in here and take over everything and try to change the country and laws and treat the Canadian people as if we are less than them which is sickening. As far as i am concerned, any immigrant that came here that are fighting and protesting against Canada to change Canada to how they want Canada to be while treating all Canadian people as second class citizens plus destroying the country and destroying nature while breaking laws and demanding that all Canadians give in to their demands need to be kicked out of Canada and never be allowed to return . It will be a cold day in hell before i bow down to any of them who try to destroy my country and tell me that i am white so i need to be silenced because i am white and a colonizer so i dont matter . And white people have a hard time finding work . My daughter is sick, and so am i, so when it takes 2 years to see a gynecologist or take 6 weeks to see a doctor, it is insane. This situation is so bad for all Canadians that we need to grow a pair of balls and take back Canada and stop sending our money to other countries and stop allowing immigrant terrorists destroying the Canadian people and Canada and it's nature . If Canada doesn't start to fight back, we will all be screwed even more in the very near future . CANADA NEEDS TO GROW A PAIR OF BALLS AND PUT AN END TO THE GOVERNMENT BS AND TO STOP THESE IMMIGRANT TERRORISTS AND CLOSE OUR BOARDERS AND STOP SENDING MONEY TO OTHER COUNTRIES AND DEPORT ANY IMMIGRANTS WHO TAKES PART IN TERRORISTS ACTS AND BREAKS THE LAWS . And it kills me to say this because i love my country, but if Canadians are not going to stand together as one and take back our country and our lives and fight for change now then we might as well become Americas 51st state because we lost our Canadian pride . And it shows that Canadians don't care about Canada anymore . 💔
Identity Attack0.5498214
Insult0.5588244
Profanity0.6643082
Threat0.03304107
Severe Toxicity0.3361876
Moderate 0.6611249 Constructive 0.595 Identity Attack Insult
Sep 7, 2025 Why Canadians Are Turning Against …
This video is absolutely right!! It's terrible!! We are being set up and taken over!! STOP IMMIGRANTS and DEPORT those who are sucking off our taxes!! Take note of the Muslim man who rants about …
This video is absolutely right!! It's terrible!! We are being set up and taken over!! STOP IMMIGRANTS and DEPORT those who are sucking off our taxes!! Take note of the Muslim man who rants about how his kind are going to make us all become Muslims or ..... 😡
Identity Attack0.6413409
Insult0.47787863
Profanity0.33453682
Threat0.05397744
Severe Toxicity0.18844056
Moderate 0.65996873 Constructive 0.535 Identity Attack
Aug 26, 2025 Why Canadians Are Turning Against …
Bullshit- deportations from Canada are not actually happening.
Bullshit- deportations from Canada are not actually happening.
Identity Attack0.06929302
Insult0.39743927
Profanity0.70864636
Threat0.009825659
Severe Toxicity0.08069076
Moderate 0.65996873 Low Con 0.125
Dec 28, 2025 Deportations From Canada at Their …
It’s not about colour!! It’s about belligerence,arrogance,and don’t give a shit attitude about the Canada!! Sorry but I’m not nice to the one’s who get around with that attitude!! When in Rome do what the …
It’s not about colour!! It’s about belligerence,arrogance,and don’t give a shit attitude about the Canada!! Sorry but I’m not nice to the one’s who get around with that attitude!! When in Rome do what the Roman’s do!! I’m an immigrant as well,and my blood is boiling with these species!! Thank Trudeau and now us clown carney!! What it is doing is causing a lot of hate, Canadians need to get off their asses and start voicing and pushing back on this situation than turning a blind eye!! The ones who shouldn’t be here need to be deported!!
Identity Attack0.4139151
Insult0.5678696
Profanity0.5365423
Threat0.061089642
Severe Toxicity0.21596274
Moderate 0.6588125 Moderate Con 0.477 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
DELETE illegal immigrant voter list stay legally full document illegal rape murder terror deport illegal immigrant
DELETE illegal immigrant voter list stay legally full document illegal rape murder terror deport illegal immigrant
Identity Attack0.5948528
Insult0.48627716
Profanity0.27882218
Threat0.49142194
Severe Toxicity0.35368225
Moderate 0.6544696 Low Con 0.173 Identity Attack Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
Deport this ingrate immigrant
Deport this ingrate immigrant
Identity Attack0.6106996
Insult0.57787937
Profanity0.27005023
Threat0.17964768
Severe Toxicity0.17926651
Moderate 0.6544696 Low Con 0.123 Identity Attack Insult Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Indian Hindus are bad deport them immediately and bring somalis, sudanese , libyans, iraqis ,syrians , yemenis, pakistaniz , afghaniz, chechens , Palestinians muzlims these are the people who will help build your country they …
Indian Hindus are bad deport them immediately and bring somalis, sudanese , libyans, iraqis ,syrians , yemenis, pakistaniz , afghaniz, chechens , Palestinians muzlims these are the people who will help build your country they don't blow themselves like indian Hindus they don't plough their vehicles through christmas parade they don't do 9/11 , they don't feed hungry people in gurudwaras ,Hare Krishna movement, ISCKON .Indian Hindus are the worst deport them immediately
Identity Attack0.69783735
Insult0.54471385
Profanity0.33453682
Threat0.4467921
Severe Toxicity0.45895407
Moderate 0.6544696 Moderate Con 0.33 Identity Attack Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
I'm getting more and more radicalised by this shit, it's all across europe and north America and eastern asia. I'm actually at the point where if an immigrant commits any crime, especially violent crime, just …
I'm getting more and more radicalised by this shit, it's all across europe and north America and eastern asia. I'm actually at the point where if an immigrant commits any crime, especially violent crime, just capital punishment them. Cheaper than deporting them, no risk of them returning unless god has abandoned us
Identity Attack0.46614665
Insult0.4339631
Profanity0.64657205
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.6544696 Constructive 0.544 Fear_Threat
Dec 2, 2025 Why Canadians Are Turning Against …
muslims should be deported
muslims should be deported
Identity Attack0.71720207
Insult0.34203702
Profanity0.2453505
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.6491204 Low Con 0.216 Identity Attack Identity_Assertion
Sep 9, 2025 Why Canadians Are Turning Against …
It's an invasion. This is an industry in India- to get people into Canada/West. They scam, lie, and cheat their way in. We need to remove the criminals first, then go after the fraud (fake …
It's an invasion. This is an industry in India- to get people into Canada/West. They scam, lie, and cheat their way in. We need to remove the criminals first, then go after the fraud (fake diploma mills, fake refugee status) fine them, imprison them, then deport and ban them from entering again. Then go after the people who are avoiding their orders to leave. In my view, the vast majority who are here from India has been through fraud. "refugee" my ass. Get them out
Identity Attack0.46028158
Insult0.5239335
Profanity0.48510036
Threat0.16699752
Severe Toxicity0.16960317
Moderate 0.64447093 Constructive 0.518 Insult Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
I am fed up as well too many indians in my Country deport deport deport ... Get them out of here!!! Indians have got to go!!!
I am fed up as well too many indians in my Country deport deport deport ... Get them out of here!!! Indians have got to go!!!
Identity Attack0.6649212
Insult0.46173862
Profanity0.2453505
Threat0.13448004
Severe Toxicity0.23223943
Moderate 0.6426206 Moderate Con 0.434 Identity Attack Identity_Assertion
Sep 8, 2025 Why Canadians Are Turning Against …
Deport all the pajeets, africans and russians
Deport all the pajeets, africans and russians
Identity Attack0.71720207
Insult0.4302003
Profanity0.2847897
Threat0.34804323
Severe Toxicity0.34966052
Moderate 0.6407703 Low Con 0.111 Identity Attack
Aug 15, 2025 1 likes How Canada broke its immigration …
I e lived in india 16 years these people are racist decieclving vipers smill in ur face put it up ur ass why not deport them they will destroy everything and copy everything's then take …
I e lived in india 16 years these people are racist decieclving vipers smill in ur face put it up ur ass why not deport them they will destroy everything and copy everything's then take the credit for it canada and amarica must act now. Before t's ro late modi has se return ties with Russia and xhina
Identity Attack0.46028158
Insult0.5678696
Profanity0.47435758
Threat0.16383497
Severe Toxicity0.23225488
Moderate 0.63782936 Moderate Con 0.372 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Deport all indians from north America
Deport all indians from north America
Identity Attack0.7115778
Insult0.3416952
Profanity0.22723788
Threat0.34804323
Severe Toxicity0.23223256
Moderate 0.63782936 Low Con 0.205 Identity Attack Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
These so-called international students from India are all part of the scam they know what they're getting themselves into!!! they are all part of it. they never planned on studying to begin with. their scam …
These so-called international students from India are all part of the scam they know what they're getting themselves into!!! they are all part of it. they never planned on studying to begin with. their scam is to enter Canada on fraudulent student visas just to shamelessly claim asylum. So disgusting!!! these people all need to be deported back where they came from and where they belong!
Identity Attack0.55044734
Insult0.6109131
Profanity0.17752954
Threat0.06755528
Severe Toxicity0.112294696
Moderate 0.6342749 Moderate Con 0.334 Identity Attack Insult Unverified_Claim
Sep 28, 2025 2 likes IRCC Names India in Study …
Deport all Indians from Canada
Deport all Indians from Canada
Identity Attack0.71720207
Insult0.344702
Profanity0.19032755
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.6342749 Low Con 0.227 Identity Attack Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You clowns voted for liberal and want deportation of criminals. Rofl
You clowns voted for liberal and want deportation of criminals. Rofl
Identity Attack0.1015541
Insult0.67735565
Profanity0.19278693
Threat0.013372798
Severe Toxicity0.023076924
Moderate 0.6342749 Low Con 0.118 Insult Humor_Satire
Feb 19, 2026 Canadian immigration officers investigating hundreds …
“ DO YOU KNOW WHERE THEY ARE “? Lmaooooooo 17 of them live in my basement they disappear to other provinces !!! THEY MOVE TO USA TO TRAVEL!!! HELLO!!! GOVERNMENT ‘???? DEPORT THESE COCKROACHES NOW!
“ DO YOU KNOW WHERE THEY ARE “? Lmaooooooo 17 of them live in my basement they disappear to other provinces !!! THEY MOVE TO USA TO TRAVEL!!! HELLO!!! GOVERNMENT ‘???? DEPORT THESE COCKROACHES NOW!
Identity Attack0.33352965
Insult0.6120431
Profanity0.31402156
Threat0.11002964
Severe Toxicity0.16960317
Moderate 0.6308517 Low Con 0.295 Insult
Oct 8, 2025 IRCC Names India in Study …
Indian Pakistan Bangladesh and all Muslim need to be deported.
Indian Pakistan Bangladesh and all Muslim need to be deported.
Identity Attack0.7063701
Insult0.50440645
Profanity0.2666764
Threat0.44942492
Severe Toxicity0.45895407
Moderate 0.62702215 Low Con 0.116 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indians have no problem cheating and frauding thus just deport them all. Filipino's, Mexicans and Thailand people are much more honest and hard working. Enough with tolerating this crap because you are afraid of being …
Indians have no problem cheating and frauding thus just deport them all. Filipino's, Mexicans and Thailand people are much more honest and hard working. Enough with tolerating this crap because you are afraid of being called racist. So done with white guilt and the race card. Morals are morals and crimes are crimes.
Identity Attack0.56445944
Insult0.5678696
Profanity0.44613865
Threat0.06820184
Severe Toxicity0.16960317
Moderate 0.62702215 Moderate Con 0.372 Identity Attack Insult Unverified_Claim
Oct 6, 2025 IRCC Names India in Study …
India will invade the entire usa as well as canada. They are grabbing our job as well as opportunity. But the most shocking thing is they all are scammer. They don’t know english 😢😢 they …
India will invade the entire usa as well as canada. They are grabbing our job as well as opportunity. But the most shocking thing is they all are scammer. They don’t know english 😢😢 they are collaborating with our govt Through illegal way. It’s time to deport them. They will turn Canada into India 😢😢. Don’t Trust any Indian. They are so tricky and cheap 😢😢😢
Identity Attack0.6458014
Insult0.54471385
Profanity0.196476
Threat0.08703069
Severe Toxicity0.16960317
Moderate 0.62136006 Moderate Con 0.418 Identity Attack Insult Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Deport every last indian!
Deport every last indian!
Identity Attack0.6649212
Insult0.36798462
Profanity0.2263305
Threat0.42388117
Severe Toxicity0.23226175
Moderate 0.62136006 Low Con 0.222 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It’s easy, liberal government who is following a global agenda to create chaos and anarchy in many countries and what Trump is doing needs to be done. Fix immigration laws, everyone must be adding to …
It’s easy, liberal government who is following a global agenda to create chaos and anarchy in many countries and what Trump is doing needs to be done. Fix immigration laws, everyone must be adding to the country with skills that get let in. We need to deport everyone that isn’t providing any real value. Reverse this shit, religious extremism, put them back in their own countries, they act like animals and barbarians kick them out. It’s simple but the idiot boomers because their lives are set think that the world is rainbows and unicorns so they voted liberal.
Identity Attack0.40351558
Insult0.6370372
Profanity0.46460027
Threat0.12996206
Severe Toxicity0.14389864
Moderate 0.62136006 Moderate Con 0.307 Insult Policy_Critique
Sep 10, 2025 Why Canadians Are Turning Against …
Well the Canadians gave them visa let them in. Blame them. Plus the took people from the worst part of India; North India. If the Canadian government wanted they could solve this shit in 1 …
Well the Canadians gave them visa let them in. Blame them. Plus the took people from the worst part of India; North India. If the Canadian government wanted they could solve this shit in 1 year and have all the punjabis deported to india. Simple.
Identity Attack0.55044734
Insult0.49389273
Profanity0.5381406
Threat0.03407705
Severe Toxicity0.16960317
Moderate 0.61223894 Moderate Con 0.369 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
LOL EVEN THE INDIANS ARE SAYING TOO MUCH. Fk man, deport all the non citizens now. lets go. Lets pull an America on them.
LOL EVEN THE INDIANS ARE SAYING TOO MUCH. Fk man, deport all the non citizens now. lets go. Lets pull an America on them.
Identity Attack0.55044734
Insult0.47384647
Profanity0.5013569
Threat0.2836219
Severe Toxicity0.3247677
Moderate 0.61223894 Low Con 0.263 Identity Attack Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.